no code implementations • EMNLP (sustainlp) 2020 • Ali Akbar Septiandri, Yosef Ardhito Winatmoko, Ilham Firdausi Putra
We compare three solutions to UKARA 1. 0 challenge on automated short-answer scoring: single classical, ensemble classical, and deep learning.
no code implementations • 28 Feb 2020 • Ali Akbar Septiandri, Yosef Ardhito Winatmoko
We describe our third-place solution to the UKARA 1. 0 challenge on automated essay scoring.
no code implementations • 26 Sep 2019 • Yosef Ardhito Winatmoko, Ali Akbar Septiandri, Arie Pratama Sutiono
By utilizing transfer learning from a multilingual model, we achieved up to 2% difference on token level F1-score compared to the state-of-the-art Bi-LSTM model with fewer training epochs (3 vs. 200 epochs).